Writes a 500-word report/essay for each question.

Question 1: Assess the best methods to perform data analysis using mathematical foundations such as probability, descriptive analytics and matrix algebra. 

Question 2: Examine different kinds of tools used in data analysis and business analytics such as Python programming language and its relevant libraries to formulate solutions.